65 lines
2.2 KiB
Python
65 lines
2.2 KiB
Python
import PySimpleGUI as g
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from chatterbot import ChatBot
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import chatterbot.utils
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'''
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Demo_Chatterbot.py
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A GUI wrapped arouind the Chatterbot package.
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The GUI is used to show progress bars during the training process and
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to collect user input that is sent to the chatbot. The reply is displayed in the GUI window
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'''
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# Create the 'Trainer GUI'
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MAX_PROG_BARS = 20
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bars = []
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texts = []
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training_layout = [[g.T('TRAINING PROGRESS', size=(20,1), font=('Helvetica', 17))]]
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for i in range(MAX_PROG_BARS):
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bars.append(g.ProgressBar(100, size=(30, 5)))
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texts.append(g.T(' '*20))
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training_layout += [[texts[i], bars[i]]]
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training_form = g.FlexForm('Training')
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training_form.Layout(training_layout)
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current_bar = 0
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# callback function for training runs
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def print_progress_bar(description, iteration_counter, total_items, progress_bar_length=20):
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global current_bar
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global bars
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global texts
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global training_form
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# update the form and the bars
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button, values = training_form.ReadNonBlocking()
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if button is None and values is None:
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exit(69)
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if bars[current_bar].UpdateBar(iteration_counter, max=total_items) is False:
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exit(69)
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texts[current_bar].Update(description)
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if iteration_counter == total_items:
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current_bar += 1
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# redefine the chatbot text based progress bar with a graphical one
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chatterbot.utils.print_progress_bar = print_progress_bar
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chatbot = ChatBot('Ron Obvious', trainer='chatterbot.trainers.ChatterBotCorpusTrainer')
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# Train based on the english corpus
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chatbot.train("chatterbot.corpus.english")
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################# GUI #################
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with g.FlexForm('Chat Window', auto_size_text=True, default_element_size=(30, 2)) as form:
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layout = [[g.Output(size=(80, 20))],
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[g.Multiline(size=(70, 5), enter_submits=True),
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g.ReadFormButton('SEND', bind_return_key=True), g.SimpleButton('EXIT')]]
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form.Layout(layout)
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# ---===--- Loop taking in user input and using it to query HowDoI web oracle --- #
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while True:
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button, (value,) = form.Read()
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if button != 'SEND':
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break
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print(value.rstrip())
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# send the user input to chatbot to get a response
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response = chatbot.get_response(value.rstrip())
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print(response) |